Basic Statistics

Raw Counts

Name Value
Rows 442
Columns 116
Discrete columns 109
Continuous columns 4
All missing columns 3
Missing observations 16,653
Complete Rows 0
Total observations 51,272
Memory allocation 789 Kb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (by frequency)

## 11 columns ignored with more than 50 categories.
## start: 441 categories
## end: 442 categories
## Q_1_1.Location: 441 categories
## X_Q_1_1.Location_altitude: 441 categories
## Q_1_3.Holding.Number: 242 categories
## Q_1_4.Name.of.the.household.head: 416 categories
## Q_9_1.Picture.of.the.house: 441 categories
## Q_9_2.Picture.of.toilet: 171 categories
## Q_9_3.Picture.of.containment: 203 categories
## X_uuid: 442 categories
## X_submission_time: 442 categories

QQ Plot

Correlation Analysis

## Insufficient complete rows! Skipping correlation analysis.

Principal Component Analysis

## Insufficient complete rows! Skipping principal component analysis.